Soumya Sinha, M.Sc.

Experience

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  Cerence Inc.

  Aug 2020 - Jun 2022

  Software Engineer

  1. Made NLP-based solutions for automotive assistants for intuitive in-car experiences, partnering with leading global automakers ( Audi, Daimler, BMW, etc.)2. Owned the NLP pipeline in Command and Control domain for various automobiles clients. Led a team of 3 NLU developers3. Successfully augmented the data using various techniques for 3 other languages - Ind-English, Tamil and Telugu. Augmenting the data by 74%, 32% and 27% respectively.4. Led the injection of the various NLP and machine learning tools into the product pipeline for one language (Ind-English) and supervised the initiative to bootstrap two other languages (Tamil and Telugu).5. Improved annotation classification in deep learning language models to improve accuracy by 8%.6. Used project management technologies like Agile, Git, Jira, Confluence. Show less

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  Genentech

  Jun 2023 - Sept 2023

  Development Scientist Intern

  1. Led a groundbreaking research project investigating the application of Sparse Identification of Nonlinear Dynamics (SINDy), a physics informed machine learning technique to profile the absorption, distribution, metabolism, and elimination of drugs in the body (pharmacokinetics).2. Designed and executed methodologies to predict pharmacokinetics values across diverse drug concentrations with pre-clinical data, demonstrating proficiency in python and data visualization. 3. Presented research findings at Genentech conference, effectively communicating complex concepts to diverse audiences.4. Explored techniques to couple QSP models with SINDy – derived ODE equations using discrepancy modeling. Show less

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  JerseySTEM

  Feb 2024 - now

  Data Scientist